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Hugo Miguel Ferreira
Hugo Ferreira is a researcher with a PhD in Informatics, in the area of artificial intelligence (automated planning and machine learning), FEUP, 2011. He has been involved in data-mining and machine learning projects in the areas of structural health monitoring (acoustic emissions), on-line recommendation (fashion industry), prediction of industrial energy consumption (ornamental stone cutting machines) and industrial maintenance (detection and prognosis). Other areas of interest include applying machine learning to collaborative processes (decision support systems, social computing, human computing and serious games).
Domains
Publications
Supervised and unsupervised techniques in textile quality inspections
Ferreira, HM;Carneiro, DR;Guimaraes, MA;Oliveira, FV;
2024
5TH INTERNATIONAL CONFERENCE ON INDUSTRY 4.0 AND SMART MANUFACTURING, ISM 2023
Deep Reinforcement Learning-Based Approach to Dynamically Balance Multi-manned Assembly Lines
Santos, R;Marques, C;Toscano, C;Ferreira, M;Ribeiro, J;
2024
Lecture Notes in Mechanical Engineering
An integrated life cycle for workflow management based on learning and planning
Ferreira, HM;Ferreira, DR;
2006
INTERNATIONAL JOURNAL OF COOPERATIVE INFORMATION SYSTEMS
Learning, planning, and the life cycle of workflow management
Ferreira, DR;Ferreira, HM;
2005
Ninth IEEE International EDOC Enterprise Computing Conference, Proceedings
Supervised Theses
Quantitative Types for Programming Languages
Jorge Miguel Soares Ramos
D - 2022
UP-FCNAUP
